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Shaowu Pan & Karthik Duraisamy, Long-Time Predictive Modeling of...

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Birth of an Abstraction: A Dynamical Systems Account of the Discovery of an Elsewhere Principle in a Category Learning Task.Whitney Tabor ...

Knowledge Guided Machine Learning: Accelerating Discovery ...

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[91] Shaowu Pan and Karthik Duraisamy. Data-driven discovery of closure models. SIAM Journal on Applied Dynamical Systems, 17(4):2381–2413,

Data-driven Discovery of Closure Modelsarxiv.org › math

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Title:Data-driven Discovery of Closure Models. Authors:Shaowu Pan, Karthik Duraisamy. (Submitted on 25 Mar (v1), last revised 10 Sep (this version, ...

Table of Contents Page 5 | Complexity - Hindawi

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Shaowu Pan | Karthik Duraisamy. 02 Dec 2018; PDFDownload PDF · CitationDownload citation · Complexity -; Special Issue; - Volume 2018; - Article ID › complexity › contents › year

Long-Time Predictive Modeling of Nonlinear EconPaperseconpapers.repec.org › RePEc:hin:complx:

econpapers.repec.org

By Shaowu Pan and Karthik Duraisamy; Abstract: We study the use of feedforward neural networks (FNN) to develop models of nonlinear dynamical systems ...

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Shaowu Pan & Karthik Duraisamy, Long-Time Predictive Modeling ...

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› rec › PANLPM-5

73rd Annual Meeting of the APS Division of Fluid Dynamics

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S : Physics-informed Autoencoders for Operator-theoretic decomposition and Model reduction of Complex Flows Karthik Duraisamy, Shaowu Pan › Meeting › DFD20 › Session

Long-time predictive modeling of nonlinear dynamical ...

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Karthik Duraisamy, Shaowu Pan. We study the use of feedforward neural networks (FNN) to develop models of nonlinear dynamical systems from data. › paper

Physics-Informed Probabilistic Learning of Linear ...

epubs.siam.org

by S Pan · · Cited by 75 — Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability. Shaowu Pan and · Karthik Duraisamy. › doi › abs

Prediction of aerodynamic flow fields Experts@Minnesota

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by S Bhatnagar · · Cited by 217 — ... flow fields using convolutional neural networks. Saakaar Bhatnagar, Yaser Afshar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik. › publications › prediction-of-a...

Prediction of aerodynamic flow fields using convolutional ...

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by S Bhatnagar · · Cited by 217 — Saakaar Bhatnagar, Yaser Afshar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik · Details · Contributors · Fields of science · Bibliography · Quotations ... › resource › bwmeta1.element.sp...

Prediction of aerodynamic flow fields using convolutional ...www.springerprofessional.de › prediction-of-aerodynamic-flow-fields...

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Authors: Saakaar Bhatnagar, Yaser Afshar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik. » Get access to the full-text. Important notes.

[ ] Physics-Informed Probabilistic Learning of Linear...

128.84.21.199

Title:Physics-Informed Probabilistic Learning of Linear Embeddings of Non-linear Dynamics With Guaranteed Stability. Authors:Shaowu Pan, Karthik Duraisamy.

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Shaowu Pan and Karthik Duraisamy Free People Check